The brain for your organization
The dependency graph for work and knowledge. Capture how your systems really work, so your agents build like you would.
Featured
Context as Code
Why the knowledge that makes your work yours belongs in a graph your agents can read, not in your head.
Read the postThe Problem
Your life's work is turning into a crime scene
You spent years learning how your systems really work. Then you handed them to agents that didn't.
Intelligence got cheap
Agents can touch every part of your system now, and they will.
But they don't know your domain
The constraints, the trade-offs, the hard-won reasons things are the way they are: none of it is written anywhere they can read.
So they build the generic version
Not the one shaped by everything you know. Just the obvious one.
And your work erodes, one plausible edit at a time
Each change looks fine on its own. Together they wear away everything that made the work yours.
You're left reviewing slop and reverse-engineering damage to your own work. That is the crime scene.
The Solution
Context as Code
Turn your institutional knowledge into composable infrastructure your agents reason and reconcile against.
Capture what you know
Write a piece of your specific knowledge as a context module: a discrete, self-contained unit of understanding that captures how one part of your system really works.
catalog
context module
Every product has a stable SKU that never changes.
Out-of-stock items stay listed, marked unavailable.
Listings reflect live inventory, never a cached count.
depends on
database
inventory
Connect it into a graph
Declare what each module depends on. Those dependencies connect your modules into a Semantic Directed Acyclic Graph, or SemDAG, so any piece of knowledge carries everything beneath it.
Agents flash it
An agent flashes a module and gets its whole SemDAG, compiled in topological order into a single payload. Through In-Context Learning (ICL), your agents “download” your specific knowledge on demand, like Neo in The Matrix, so they know your domain as well as you do.
context, flattened for your agent
01database
02inventory
03payments
04users
05catalog
06pricing
07cart
08orders
09shipping
10checkout← your module
Taught in dependency order: foundations first, your module last. By the time the agent reaches it, it already understands everything beneath it.
Your knowledge becomes the input. High-quality, finished work becomes the output.
Single Source of Truth
Stored once, served everywhere
Your modules don't live in a folder on one machine. They live in the cloud as one graph: stored in your Workspace, addressed by name, owned by you. Every team member or authorized agent flashes the same source, from anywhere it runs.
Addressed, not filed
A module is referenced by name from any repo, any tool. One definition, no copies to drift.
Yours to share
Your workspace controls who, and which agents, can read each module.
Owned, not orphaned
Every module has a steward, so knowledge stays current instead of rotting.
Built to Scale
From you to your whole org
Workspace is multi-tenant from the ground up. Start solo today, add your whole org tomorrow, with the isolation and administrative control a serious team needs.
Tenant isolation
Each workspace is its own boundary. Members, modules, and agents stay scoped to it.
Granular access
Decide who, and which agents, can read or own each module. Roles, not all-or-nothing.
Scales to any size
One engineer or ten thousand: the same graph, the same model, no re-platforming.
acme-platform
tenantyou
Ownerdana
Editorpriya
Editorci-bot
Agent128 members · 412 modules · isolated tenant
Integrates
Works where you do
Socra Workspace plugs into your agents through MCP and the CLI, so the tools you already use become experts in your domain.
ChatGPT
Claude
Claude Code
Codex
Cursor
Zed
+ any MCP client
Anywhere MCP works or a CLI exists.
$ socra context flash checkout assembling checkout ├─ cart ├─ orders ├─ shipping └─ pricing → catalog → inventory ✓ 10 modules, one tree, ready for your agent
Coordination
Stop Slacking, Start Working
Work rides the same graph your knowledge does. Issues attach to modules, carry their own dependencies, and surface only to the person or agent responsible, already in full context. No notification fatigue. No noise. Only the work that is yours to do.
your inbox
3 ready
Recompute tax when the address changes
#418
checkoutReject expired promo codes in the cart
#392
pricingShow an ETA for partial shipments
#377
shippinghidden: 6 blocked by open dependencies, 31 outside your modules
Issues ride the graph
Every issue attaches to a module, so the agent or teammate who picks it up inherits its whole SemDAG. Work starts in full context, never from a blank prompt.
Work has a supply chain
Issues declare dependencies on other issues, forming a directed graph of work. Nothing starts before what it needs is finished.
The best inbox on the planet
You see only issues in the modules you own, and only once their dependencies clear. No clutter, no pings about work that was never yours.
The most efficient way work has ever moved: pulled when ready, owned by one, understood in full.
The Payoff
Your life's work starts compounding
Teach your agents once, and everything that was eroding starts to climb.
The erosion stops here. Your life's work stops dying and starts compounding, in every change you and your agents make.
Be the source again
Your expertise, in every change your agents make. Capture it once, on your machine, today. No rollout, no permission, no meeting.
Get Socra Workspace